Parameter estimation for auxiliary model 1

Definition of the model

clear;clc;close all
ParNames = {'\gamma_1','\gamma_2','\gamma_3','\gamma_4','\alpha_1','\alpha_2',...
'\alpha_3','\alpha_4'};
VarNames = {'D_{11}','D_{12}','D_{13}','D_{14}','D_{22}','D_{23}','D_{24}',...
'D_{33}','D_{34}','D_{44}','R_1','R_2','R_3','R_4','X_1','X_2','X_3','X_4'};
OutNames = {'D_{11}','D_{12}','D_{13}','D_{14}','D_{22}','D_{23}','D_{24}',...
'D_{33}','D_{34}','D_{44}','R_1','R_2','R_3','R_4','X_1','X_2','X_3','X_4'};
 
FullNames = [VarNames,ParNames];
initPob=1e5;
Range1 = zeros(18,2);
Range1([1,5,8,10],:)=1e5;
 
Range2 = [zeros(8,1),ones(8,1)];
Range2(5:7,2)=[0.6398 0.6532 0.5479]';%Thresholds given by auxiliary model 1
 
RangeT = [Range1; Range2];
 
T = gsua_dataprep("estimModel", RangeT, 'domain', [0 24], 'names',...
FullNames, 'out_names', OutNames);
Setting environment to work with user-defined function
T.Properties.CustomProperties.output=11:18;
y=gsua_eval(T.Nominal,T,0:5);

Parameter estimation

Worst case

supervivencias1=[0.707 0.662 0.576 0.376];
R1=initPob*supervivencias1;
X1=initPob*(1-supervivencias1);
fcurve1=[R1 X1]'*linspace(0.99,1,12)
fcurve1 = 8×12
104 ×
6.9993 7.0057 7.0122 7.0186 7.0250 7.0314 7.0379 7.0443 7.0507 7.0571 7.0636 7.0700 6.5538 6.5598 6.5658 6.5719 6.5779 6.5839 6.5899 6.5959 6.6019 6.6080 6.6140 6.6200 5.7024 5.7076 5.7129 5.7181 5.7233 5.7286 5.7338 5.7391 5.7443 5.7495 5.7548 5.7600 3.7224 3.7258 3.7292 3.7327 3.7361 3.7395 3.7429 3.7463 3.7497 3.7532 3.7566 3.7600 2.9007 2.9034 2.9060 2.9087 2.9114 2.9140 2.9167 2.9193 2.9220 2.9247 2.9273 2.9300 3.3462 3.3493 3.3523 3.3554 3.3585 3.3616 3.3646 3.3677 3.3708 3.3739 3.3769 3.3800 4.1976 4.2015 4.2053 4.2092 4.2130 4.2169 4.2207 4.2246 4.2284 4.2323 4.2361 4.2400 6.1776 6.1833 6.1889 6.1946 6.2003 6.2060 6.2116 6.2173 6.2230 6.2287 6.2343 6.2400
Tp1=gsua_pe(T,13:24,fcurve1,'solver','fmincon','N',5e2)
Generating a valid matrix for estimations Estimation 1 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 2 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 3 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 4 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 5 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 6 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 7 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 8 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 9 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 10 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 11 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 12 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 13 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 14 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 15 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 16 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 17 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 18 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 19 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 20 Solver stopped prematurely. fmincon stopped because it exceeded the function evaluation limit, options.MaxFunctionEvaluations = 3.000000e+03. Estimation 21 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 22 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 23 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 24 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 25 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 26 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 27 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 28 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 29 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 30 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 31 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 32 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 33 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 34 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 35 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 36 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 37 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 38 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 39 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 40 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 41 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 42 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 43 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 44 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 45 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 46 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 47 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 48 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 49 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 50 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 51 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 52 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 53 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 54 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 55 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 56 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 57 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 58 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 59 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 60 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 61 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 62 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 63 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 64 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 65 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 66 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 67 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 68 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 69 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 70 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 71 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 72 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 73 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 74 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 75 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 76 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 77 <a href = "matlab: helpview('optim','local_min_poss_with_constr','CSHelpWindow');">L...
Estimation 1000 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details>
Tp1 = 8×3 table
 RangeNominalEstfmincon
1 \gamma_1010.50000.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09580.09570.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09650.09310.06810.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.09670.08690.08320.05480.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.04680.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3 \gamma_3010.50000.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.23340.22270.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10290.10510.10900.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.22390.15390.22880.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.23360.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6 \alpha_200.65000.32500.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.60190.65000.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.28690.32440.37960.64970.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.6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7 \alpha_300.65000.32500.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.61150.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.24440.25040.26090.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.61540.38780.63290.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.6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8 \alpha_4010.50000.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.22040.222911111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.99470.9746111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.47820.46930.31831111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.2065
figure(1)
clf
gsua_eval(Tp1.Estfmincon,T);
figure(2)
clf
gsua_eval(Tp1.Estfmincon(:,1),T,13:24,fcurve1);

Intermediate case

supervivencias2=[0.787 0.762 0.678 0.562];
R2=initPob*supervivencias2;
X2=initPob*(1-supervivencias2);
fcurve2=[R2 X2]'*linspace(0.99,1,12)
fcurve2 = 8×12
104 ×
7.7913 7.7985 7.8056 7.8128 7.8199 7.8271 7.8342 7.8414 7.8485 7.8557 7.8628 7.8700 7.5438 7.5507 7.5577 7.5646 7.5715 7.5784 7.5854 7.5923 7.5992 7.6061 7.6131 7.6200 6.7122 6.7184 6.7245 6.7307 6.7369 6.7430 6.7492 6.7553 6.7615 6.7677 6.7738 6.7800 5.5638 5.5689 5.5740 5.5791 5.5842 5.5893 5.5945 5.5996 5.6047 5.6098 5.6149 5.6200 2.1087 2.1106 2.1126 2.1145 2.1164 2.1184 2.1203 2.1223 2.1242 2.1261 2.1281 2.1300 2.3562 2.3584 2.3605 2.3627 2.3649 2.3670 2.3692 2.3713 2.3735 2.3757 2.3778 2.3800 3.1878 3.1907 3.1937 3.1966 3.1995 3.2024 3.2054 3.2083 3.2112 3.2141 3.2171 3.2200 4.3362 4.3402 4.3442 4.3481 4.3521 4.3561 4.3601 4.3641 4.3681 4.3720 4.3760 4.3800
Tp2=gsua_pe(T,13:24,fcurve2,'solver','fmincon','N',5e2)
Generating a valid matrix for estimations Estimation 1 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 2 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 3 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 4 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 5 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 6 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 7 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 8 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 9 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 10 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 11 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 12 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 13 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 14 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 15 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 16 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 17 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 18 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 19 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 20 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 21 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 22 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 23 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 24 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 25 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 26 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 27 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 28 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 29 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 30 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 31 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 32 Solver stopped prematurely. fmincon stopped because it exceeded the function evaluation limit, options.MaxFunctionEvaluations = 3.000000e+03. Estimation 33 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 34 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 35 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 36 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 37 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 38 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 39 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 40 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 41 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 42 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 43 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 44 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 45 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 46 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 47 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 48 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 49 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 50 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 51 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 52 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 53 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 54 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 55 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 56 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 57 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 58 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 59 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 60 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 61 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 62 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 63 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 64 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 65 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 66 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 67 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 68 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 69 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 70 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 71 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 72 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 73 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 74 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 75 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 76 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 77 <a href = "matlab: helpview('optim','local_min_poss_with_constr','CSHelpWindow');">L...
Estimation 1000 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details>
Tp2 = 8×3 table
 RangeNominalEstfmincon
1 \gamma_1010.50000.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07570.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.07620.06950.07600.06360.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.07630.04530.04720.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.03770.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6 \alpha_200.65000.32500.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.55150.49310.65000.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.27390.60300.53940.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.6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7 \alpha_300.65000.32500.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.25650.49330.28740.34730.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.33420.35170.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.64570.65000.33190.29190.65000.2060
8 \alpha_4010.50000.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.16440.1644111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.19630.66430.2465111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.93480.82201111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.999910.406710.23310.41510.9987
figure(3)
clf
gsua_eval(Tp2.Estfmincon,T);
figure(4)
clf
gsua_eval(Tp2.Estfmincon(:,1),T,13:24,fcurve2);

Best case

supervivencias3=[0.867 0.861 0.78 0.747];
R3=initPob*supervivencias3;
X3=initPob*(1-supervivencias3);
fcurve3=[R3 X3]'*linspace(0.99,1,12)
fcurve3 = 8×12
104 ×
8.5833 8.5912 8.5991 8.6069 8.6148 8.6227 8.6306 8.6385 8.6464 8.6542 8.6621 8.6700 8.5239 8.5317 8.5396 8.5474 8.5552 8.5630 8.5709 8.5787 8.5865 8.5943 8.6022 8.6100 7.7220 7.7291 7.7362 7.7433 7.7504 7.7575 7.7645 7.7716 7.7787 7.7858 7.7929 7.8000 7.3953 7.4021 7.4089 7.4157 7.4225 7.4293 7.4360 7.4428 7.4496 7.4564 7.4632 7.4700 1.3167 1.3179 1.3191 1.3203 1.3215 1.3227 1.3240 1.3252 1.3264 1.3276 1.3288 1.3300 1.3761 1.3774 1.3786 1.3799 1.3812 1.3824 1.3837 1.3849 1.3862 1.3875 1.3887 1.3900 2.1780 2.1800 2.1820 2.1840 2.1860 2.1880 2.1900 2.1920 2.1940 2.1960 2.1980 2.2000 2.5047 2.5070 2.5093 2.5116 2.5139 2.5162 2.5185 2.5208 2.5231 2.5254 2.5277 2.5300
Tp3=gsua_pe(T,13:24,fcurve3,'solver','fmincon','N',5e2)
Generating a valid matrix for estimations Estimation 1 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 2 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 3 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 4 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 5 Solver stopped prematurely. fmincon stopped because it exceeded the function evaluation limit, options.MaxFunctionEvaluations = 3.000000e+03. Estimation 6 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 7 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 8 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 9 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 10 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 11 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 12 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 13 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 14 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 15 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 16 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 17 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 18 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 19 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 20 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 21 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 22 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 23 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 24 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 25 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 26 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 27 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 28 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 29 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 30 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 31 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 32 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 33 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 34 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 35 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 36 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 37 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 38 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 39 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 40 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 41 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 42 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 43 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 44 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 45 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 46 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 47 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 48 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 49 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 50 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 51 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 52 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 53 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 54 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 55 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 56 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 57 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 58 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 59 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 60 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 61 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 62 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 63 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 64 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 65 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 66 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 67 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 68 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 69 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 70 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 71 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 72 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 73 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 74 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 75 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 76 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details> Estimation 77 <a href = "matlab: helpview('optim','local_min_poss_with_constr','CSHelpWindow');">L...
Estimation 1000 Local minimum possible. Constraints satisfied. fmincon stopped because the size of the current step is less than the value of the step size tolerance and constraints are satisfied to within the value of the constraint tolerance. <stopping criteria details>
Tp3 = 8×3 table
 RangeNominalEstfmincon
1 \gamma_1010.50000.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03360.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03340.03260.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01760.01910.01490.1219
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7 \alpha_300.65000.32500.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.28640.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.65000.6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8 \alpha_4010.50000.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.10600.106011111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.613411111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.99990.99990.99990.86360.19690.5138
figure(5)
clf
gsua_eval(Tp3.Estfmincon,T);
figure(6)
clf
gsua_eval(Tp3.Estfmincon(:,1),T,13:24,fcurve3);
estims=[Tp1.Estfmincon,Tp2.Estfmincon,Tp3.Estfmincon]
estims = 8×1500
0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.0882 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.1413 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.2042 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.1217 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6398 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.6532 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.5479 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296 0.2296
save('Estim_auxModel3','estims');

Assessment of estimations

load Estim_auxModel3.mat
figure(7)
clf
gsua_eval(estims(:,1:100),T);
figure(8)
clf
gsua_eval(estims(:,501:600),T);
figure(9)
clf
gsua_eval(estims(:,1001:1100),T);
figure(10)
clf
for i=1:8
subplot(2,4,i)
histogram(estims(i,1:100))
xline(estims(i,1),'r')
title(T.Properties.RowNames{i})
end
figure(11)
clf
for i=1:8
subplot(2,4,i)
histogram(estims(i,501:600))
xline(estims(i,501),'r')
title(T.Properties.RowNames{i})
end
figure(12)
clf
for i=1:8
subplot(2,4,i)
histogram(estims(i,1001:1100))
xline(estims(i,1001),'r')
title(T.Properties.RowNames{i})
end

Parameters for worst case

Better estimations converged to the same minimum
Tp1(:,"Estfmincon")
ans = 8×1 table
 Estfmincon
1 \gamma_10.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08820.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.08900.07560.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.08910.07340.06860.05600.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.04790.05170.033800.10961
2 \gamma_20.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14130.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.14170.12200.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.07020.13550.08810.14210.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.14160.09800.18150.00030.1410
3 \gamma_30.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.20420.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.10390.11400.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.15060.15660.12040.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.20440.18080.19990.25750.2039
4 \gamma_40.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.12170.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.30790.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.15990.36300.30280.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.37660.22360.19980.11780.16660.1046
5 \alpha_10.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.53600.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.52370.48260.39180.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.32870.35820.63980.58070.41550
6 \alpha_20.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.55010.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.29850.62140.38240.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.35600.65320.54760.6529
7 \alpha_30.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.24710.27440.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.37820.39590.29190.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.47150.53330.54790.5473
8 \alpha_40.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.22960.229611111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.73631111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.31500.94320.7194111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.47660.41410.22130.33080.1940

Parameters for intermediate case

Better estimations converged to the same minimum
Tp2(:,"Estfmincon")
ans = 8×1 table
 Estfmincon
1 \gamma_10.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.06970.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.07030.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.03860.04590.0440
2 \gamma_20.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18600.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.18620.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.09140.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.18580.13020.1815
3 \gamma_30.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.16390.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.08510.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16380.16390.1645
4 \gamma_40.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.18100.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.56170.39600.1975
5 \alpha_10.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.33700.37730.3306
6 \alpha_20.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.28620.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.43440.6532
7 \alpha_30.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.25930.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.5479
8 \alpha_40.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.17240.1724111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.51120.1917

Parameters for better case

Better estimations converged to the same minimum
Tp3(:,"Estfmincon")
ans = 8×1 table
 Estfmincon
1 \gamma_10.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03140.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.02820.02740.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.03100.01940.01970.00060.9992
2 \gamma_20.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.27330.19980.22700.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.13280.27220.20130.23440.2737
3 \gamma_30.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.07610.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04210.04550.04600.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07520.07400.07430.07520.0412
4 \gamma_40.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.25000.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.71030.64400.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.74580.46110.74180.59800.5305
5 \alpha_10.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.53450.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.63980.39090.39450.37600.6397
6 \alpha_20.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.65320.43000.51070.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.26480.65320.44030.49970.6532
7 \alpha_30.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.28970.31740.32130.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.54790.53880.54120.54790.2807
8 \alpha_40.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.11350.1135111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.83580.6167111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111110.29170.97930.50690.3854